Novel Parameterisation of Battery Digital Twins in the Cloud

英国承诺到2050年实现净零排放，这需要更多的可再生能源和电池储能系统来控制间歇性。然而，这些电池存储系统的可用性由于缺乏对它们如何随着使用而退化的理解而受到限制。这直接导致更高的运营成本，并间接导致财务效率低下，从而增加电力成本。Breathe Battery Technologies（“Breathe”）是一家以研究为主导的技术公司，也是先进电池管理算法的开发商。通过Innovate UK项目，该公司将在云中部署电池数字双胞胎，即每个独特的现实世界电池存储系统的完全数字复制，以支持系统运营商。为了在COVID-19限制期间以最小的成本快速实现这一目标，该公司将利用Innovate UK的资金开发一种从并网电池储能系统中提取必要信息的新方法。

The UK's commitment to net-zero emissions by 2050 requires more renewables and battery energy storage systems to control intermittency. The usability of these battery storage systems is however limited by a lack of understanding of how they degrade with usage. This directly leads to higher operating costs, and indirectly to financial inefficiencies that increase electricity costs. Breathe Battery Technologies ("Breathe") is a research-led technology company and a developer of advanced battery management algorithms. Through an Innovate UK project the company will be deploying battery digital twins in the cloud -- wholly digital replicates of each unique real-world battery storage system -- to support system operators. In order to achieve this rapidly, with minimum cost and during the COVID-19 restrictions, the company will be utilising Innovate UK funding to develop a novel method of extracting the necessary information from grid-connected battery energy storage systems.